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Neural networks[electronic resource]...

Montavon, Gregoire.

Neural networks[electronic resource] :tricks of the trade /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
杜威分類號:	006.32
書名/作者:	Neural networks : tricks of the trade // edited by Gregoire Montavon, Genevieve B. Orr, Klaus-Robert Muller.
其他作者:	Montavon, Gregoire.
出版者:	Berlin, Heidelberg : : Springer Berlin Heidelberg :, 2012.
面頁冊數:	757 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
標題:	Neural networks (Computer science)
標題:	Computer Science.
標題:	Computation by Abstract Devices.
標題:	Artificial Intelligence (incl. Robotics)
標題:	Algorithm Analysis and Problem Complexity.
標題:	Pattern Recognition.
標題:	Complexity.
標題:	Information Systems Applications (incl. Internet)
ISBN:	9783642352898 (electronic bk.)
ISBN:	9783642352881 (paper)
摘要、提要註:	The twenty last years have been marked by an increase in available data and computing power.In parallel to this trend, the focus of neural network research and the practice of training neural networks has undergone a number of important changes, for example, use of deep learning machines.The second edition of the book augments the first edition with more tricks, which have resulted from 14 years of theory and experimentation by some of the world's most prominent neural network researchers. These tricks can make a substantial difference (in terms of speed, ease of implementation, and accuracy) when it comes to putting algorithms to work on real problems.
電子資源:	http://dx.doi.org/10.1007/978-3-642-35289-8

Neural networks[electronic resource] :tricks of the trade /
Neural networkstricks of the trade /[electronic resource] :edited by Gregoire Montavon, Genevieve B. Orr, Klaus-Robert Muller. - 2nd ed. - Berlin, Heidelberg :Springer Berlin Heidelberg :2012. - 757 p. :ill., digital ;24 cm. - Lecture notes in computer science,77000302-9743 ;. - Lecture notes in computer science ;7103..

The twenty last years have been marked by an increase in available data and computing power.In parallel to this trend, the focus of neural network research and the practice of training neural networks has undergone a number of important changes, for example, use of deep learning machines.The second edition of the book augments the first edition with more tricks, which have resulted from 14 years of theory and experimentation by some of the world's most prominent neural network researchers. These tricks can make a substantial difference (in terms of speed, ease of implementation, and accuracy) when it comes to putting algorithms to work on real problems.

ISBN: 9783642352898 (electronic bk.)Subjects--Topical Terms:

386157
Neural networks (Computer science)

LC Class. No.: QA76.87 / .N48 2012

Dewey Class. No.: 006.32

Neural networks[electronic resource] :tricks of the trade /
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650 2 4 $a Algorithm Analysis and Problem Complexity. $3 463701
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650 2 4 $a Information Systems Applications (incl. Internet) $3 463679
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